{"id":"W3018026975","doi":"10.1097/cej.0000000000000572","title":"Gallbladder disease, cholecystectomy, and pancreatic cancer risk in the International Pancreatic Cancer Case-Control Consortium (PanC4)","year":2020,"lang":"en","type":"article","venue":"European Journal of Cancer Prevention","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"World Health Organization","keywords":"Odds ratio; Cholecystectomy; Medicine; Confidence interval; Gallbladder disease; Internal medicine; Gastroenterology; Gallbladder cancer; Gallbladder; Pancreatic cancer; Pancreatic disease; Cancer; Pancreas","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007573519,0.0002413891,0.0004908127,0.0001230122,0.000112368,0.00007949968,0.0002160718,0.00002641027,0.0003232496],"category_scores_gemma":[0.0002058252,0.0001680873,0.000224531,0.0002368062,0.0001038679,0.0002166576,0.00005215843,0.0005104301,0.000005540691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649886,"about_ca_system_score_gemma":0.0002645542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003344123,"about_ca_topic_score_gemma":0.000515059,"domain_scores_codex":[0.9976596,0.0005899263,0.0007047453,0.0002909206,0.0005006326,0.0002542384],"domain_scores_gemma":[0.9986041,0.0001134424,0.0006203084,0.0001755548,0.0002467284,0.0002398899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002313965,0.0001265959,0.9424588,0.0002847234,0.001534051,0.003821055,0.003849768,0.0003355304,0.0005426918,0.00001554739,0.006956529,0.03776071],"study_design_scores_gemma":[0.00884708,0.0003411327,0.9793169,0.0009815675,0.002230177,0.0005142786,0.0006296038,0.0004067171,0.00004729295,0.00003916706,0.006453953,0.0001920771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9296992,0.05373821,0.0003052129,0.01400421,0.0004824037,0.0005379578,0.0001028424,0.00001845768,0.001111544],"genre_scores_gemma":[0.9842988,0.01127983,0.00006285869,0.002492546,0.001526587,0.00006682036,0.000003496023,0.00003918397,0.0002298984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05459963,"threshold_uncertainty_score":0.6854402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366503495601878,"score_gpt":0.2877592559504902,"score_spread":0.2640942209944714,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}